An automatic model building for screening functional foods with GP
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- @InProceedings{Yamamori:2009:ICCAS-SICE,
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author = "Kunihito Yamamori and Ikuo Yoshihara and
Mayumi Kamiguchi and Kazuo Nishiyama",
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title = "An automatic model building for screening functional
foods with GP",
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booktitle = "International Joint Conference ICROS-SICE, 2009",
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year = "2009",
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pages = "3679--3684",
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address = "Fukuoka International Conference Center, Japan",
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month = "18-21 " # aug,
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keywords = "genetic algorithms, genetic programming,
antiangiogenic activity estimation, automatic model
building, cancer prevention, functional food screening,
multidimensional regression analysis, physiological
activity estimation, cancer, food technology, health
care, physiology, proteins",
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isbn13 = "978-4-907764-34-0",
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URL = "http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5334772",
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abstract = "Health and disease are one of the most important
issues for us. Especially, cancer is the most serious
problem in recent decades. Some researchers focus on
functional foods that have good effect for human body
to prevent cancer. However, there are various kinds of
foods in the world, and to develop a high-throughput
screening method is anticipated. In this paper, we
propose a method to estimate physiological activity of
foods from protein expression levels by genetic
programming when the constituent of foods is given to
cells. Case studies show that our method improved
accuracy to estimate anti-angiogenic activity than that
by multidimensional regression analysis.",
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notes = "Conf name also give as ICCAS-SICE 2009. Fac. of Eng.,
Univ. of Miyazaki, Miyazaki, Japan. Also known as
\cite{5334772}",
- }
Genetic Programming entries for
Kunihito Yamamori
Ikuo Yoshihara
Mayumi Kamiguchi
Kazuo Nishiyama
Citations